Cognitive carrier resource optimization for internet-of-vehicles in 5g-enhanced smart cities

F Li, KY Lam, Z Ni, D Niyato, X Liu, L Wang - IEEE Network, 2021 - ieeexplore.ieee.org
Internet-of-Vehicles (IoV), an important part of Intelligent Transportation Systems, is one of
the most strategic applications in smart cities initiatives. The mMTC and URLLC functions of …

Hybrid machine-learning-based spectrum sensing and allocation with adaptive congestion-aware modeling in CR-assisted IoV networks

R Ahmed, Y Chen, B Hassan, L Du… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Unlicensed cognitive-radio (CR)-assisted Internet of Vehicles (IoV) users can access
licensed providers' radio spectrum and concurrently utilize the dedicated channel for data …

Joint collaborative big spectrum data sensing and reinforcement learning based dynamic spectrum access for cognitive internet of vehicles

X Liu, C Sun, KLA Yau, C Wu - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Cognitive Internet of Vehicles (CIoV) is an intelligent vehicle network envisioned to
opportunistically access spectrum licensed to primary users (PUs) on the premise of not …

Artificial intelligence inspired transmission scheduling in cognitive vehicular communications and networks

K Zhang, S Leng, X Peng, L Pan… - IEEE internet of …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) platform has played a significant role in improving road transport
safety and efficiency by ubiquitously connecting intelligent vehicles through wireless …

Adaptive artificial intelligence for resource-constrained connected vehicles in cybertwin-driven 6g network

S Shen, C Yu, K Zhang, S Ci - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The emerging technology of cybertwin is expected to bring revolutionary benefits to the sixth-
generation (6G) network in respect of communication, resources allocation, and digital asset …

Reliable adaptive resource management for cognitive cloud vehicular networks

N Cordeschi, D Amendola… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we design and test the performance of a distributed and adaptive resource
management controller, which allows the optimal exploitation of cognitive radio and soft …

Priority based dynamic spectrum management using Virtual Utility Functions in Cognitive Radio enabled Internet of Things

L Abbas, U Shoaib, AK Bashir - Computer Communications, 2022 - Elsevier
Fast growth of wireless devices in IoT (Internet of Things), industry 5.0 and 6G cellular
networks, is dealing with the challenge of spectrum scarcity and uneven utilization of …

Adaptive computation offloading with edge for 5G-envisioned internet of connected vehicles

X Xu, X Zhang, X Liu, J Jiang, L Qi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Nowadays, the applications related to Internet of connected vehicles (IoCV) have been
greatly promoted by the roadside units (RSUs). To improve the transmission efficiency by the …

An end-to-end intelligent network resource allocation in iov: A machine learning approach

A Muhammad, TA Khan, K Abbass… - 2020 IEEE 92nd …, 2020 - ieeexplore.ieee.org
The enormous increase in the number of communicating vehicles every year imposes many
challenges for efficient resource allocation in IoV (Internet of Vehicles). Additionally, with …

Dynamic Spectrum Access for C-V2X via Imitating Indian Buffet Process

P Li, XW Tang, XL Huang, F Hu - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In dense traffic cases, the channels among vehicles and infrastructures in cellular vehicle-to-
everything (C-V2X) network are likely to be congested. Vehicles can select spectrum …